Ai wager odds adjuster

ABSTRACT

A method and system for using artificial intelligence (AI) to assess and adjust the betting odds for live game wagers before they are presented to users based correlations between various parameters and user betting behavior, and to adjust the betting odds while the betting window is open based on how users are currently betting compared to expected user betting behavior.

CROSS-REFERENCE TO RELATED APPLICATIONS

The present patent application claims benefit and priority to U.S.patent application Ser. No. 17/081,185 filed on Oct. 27, 2020 and U.S.Provisional Patent Application No. 62/958,808 filed on Jan. 9, 2020which is hereby incorporated by reference into the present disclosure.

FIELD OF THE DISCLOSURE

The embodiments are generally related to sports wagering and artificialintelligence.

BACKGROUND

The subject matter discussed in the background section should not beassumed to be prior art merely as a result of its mention in thebackground section. Similarly, a problem mentioned in the backgroundsection or associated with the subject matter of the background sectionshould not be assumed to have been previously recognized in the priorart. The subject matter in the background section merely representsdifferent approaches, which in and of themselves may also correspond toimplementations of the claimed technology.

When odds are calculated for a wager objective data and statistics areused so that the payout is proportional to the actual chances of theoutcome. A problem is that people do not usually place wagers based onobjective data, which can result in largely one sided bets that couldresult in a loss for the house. Another problem is that when demand oneside of a wager greatly exceeds the demand expected based on the odds,the house misses out on profit it could have made by offering lowerodds. Yet another problem is that errors in the original oddscalculation could be exploited by clever users if the odds aren'tsubsequently adjusted.

SUMMARY

Embodiments include methods, systems, and apparatuses for usingartificial intelligence to adjust wagering odds for a live event in realtime. On embodiment includes a method of adjusting wager odds, includingfiltering a historic database to match a current wager, selecting acommon parameter within historic data in the historic database,performing correlations for the selected parameter against otherparameters within the historic database, determining if there iscorrelated data and the correlated data exceeds a first threshold,extracting data points from the correlated data that exceeds the firstthreshold, comparing the extracted data points to one or morepredetermined second thresholds, and adjusting a current wager if theextracted data exceeds at least one of the one or more secondthresholds.

Another embodiment includes a computer implemented method for providingodds in a game program using game information, including executing on aprocessor the steps of: displaying data related to a live sporting eventin real time; displaying one or more wagers related to real timewagering in the live sporting event; displaying at least one or morefactors related to odds adjustment for the one or more wagers; anddisplaying one or more adjusted odds for the one or more wagers based onthe one or more factors.

BRIEF DESCRIPTIONS OF THE DRAWINGS

The accompanying drawings illustrate various embodiments of systems,methods, and embodiments of various other aspects of the disclosure. Anyperson with ordinary skills in the art will appreciate that theillustrated element boundaries (e.g. boxes, groups of boxes, or othershapes) in the figures represent one example of the boundaries. It maybe that in some examples one element may be designed as multipleelements or that multiple elements may be designed as one element. Insome examples, an element shown as an internal component of one elementmay be implemented as an external component in another, and vice versa.Furthermore, elements may not be drawn to scale. Non-limiting andnon-exhaustive descriptions are described with reference to thefollowing drawings. The components in the figures are not necessarily toscale, emphasis instead being placed upon illustrating principles.

FIG. 1 illustrates an artificial intelligence based live game wageradjuster, according to an embodiment.

FIG. 2 illustrates a base module, according to an embodiment.

FIG. 3 illustrates a wager module, according to an embodiment.

FIG. 4 illustrates a wager adjustment module, according to anembodiment.

FIG. 5 illustrates a historic bet database, according to an embodiment.

FIG. 6 illustrates a threshold database, according to an embodiment.

FIG. 7 illustrates a bet database, according to an embodiment.

FIG. 8 illustrates a wager adjustment database, according to anembodiment.

FIG. 9A illustrates an example of a wager module, according to anembodiment.

FIG. 9B illustrates an example of a wager module, according to anembodiment.

DETAILED DESCRIPTION

Aspects of the present invention are disclosed in the followingdescription and related figures directed to specific embodiments of theinvention. Those of ordinary skill in the art will recognize thatalternate embodiments may be devised without departing from the spiritor the scope of the claims. Additionally, well-known elements ofexemplary embodiments of the invention will not be described in detailor will be omitted so as not to obscure the relevant details of theinvention.

As used herein, the word exemplary means serving as an example, instanceor illustration. The embodiments described herein are not limiting, butrather are exemplary only. It should be understood that the describedembodiments are not necessarily to be construed as preferred oradvantageous over other embodiments. Moreover, the terms embodiments ofthe invention, embodiments or invention do not require that allembodiments of the invention include the discussed feature, advantage,or mode of operation.

Further, many of the embodiments described herein are described in termsof sequences of actions to be performed by, for example, elements of acomputing device. It should be recognized by those skilled in the artthat the various sequence of actions described herein can be performedby specific circuits (e.g., application specific integrated circuits(ASICs)) and/or by program instructions executed by at least oneprocessor. Additionally, the sequence of actions described herein can beembodied entirely within any form of computer-readable storage mediumsuch that execution of the sequence of actions enables the processor toperform the functionality described herein. Thus, the various aspects ofthe present invention may be embodied in a number of different forms,all of which have been contemplated to be within the scope of theclaimed subject matter. In addition, for each of the embodimentsdescribed herein, the corresponding form of any such embodiments may bedescribed herein as, for example, a computer configured to perform thedescribed action.

With respect to the embodiments, a summary of terminology used herein isprovided.

An action refers to a specific play or specific movement in a sportingevent. For example, an action may determine which players were involvedduring a sporting event. In some embodiments, an action may be a throw,shot, pass, swing, kick, hit, performed by a participant in a sportingevent. In some embodiments, an action may be a strategic decision madeby a participant in the sporting event such as a player, coach,management, etc. In some embodiments, an action may be a penalty, foul,or type of infraction occurring in a sporting event. In someembodiments, an action may include the participants of the sportingevent. In some embodiments, an action may include beginning events ofsporting event, for example opening tips, coin flips, opening pitch,national anthem singers, etc. In some embodiments, a sporting event maybe football, hockey, basketball, baseball, golf, tennis, soccer,cricket, rugby, MMA, boxing, swimming, skiing, snowboarding, horseracing, car racing, boat racing, cycling, wrestling, Olympic sport,eSports, etc. Actions can be integrated into the embodiments in avariety of manners.

A “bet” or “wager” is to risk something, usually a sum of money, againstsomeone else's or an entity on the basis of the outcome of a futureevent, such as the results of a game or event. It may be understood thatnon-monetary items may be the subject of a “bet” or “wager” as well,such as points or anything else that can be quantified for a “bet” or“wager”. A bettor refers to a person who bets or wagers. A bettor mayalso be referred to as a user, client, or participant throughout thepresent invention. A “bet” or “wager” could be made for obtaining orrisking a coupon or some enhancements to the sporting event, such asbetter seats, VIP treatment, etc. A “bet” or “wager” can be done forcertain amount or for a future time. A “bet” or “wager” can be done forbeing able to answer a question correctly. A “bet” or “wager” can bedone within a certain period of time. A “bet” or “wager” can beintegrated into the embodiments in a variety of manners.

A “book” or “sportsbook” refers to a physical establishment that acceptsbets on the outcome of sporting events. A “book” or “sportsbook” systemenables a human working with a computer to interact, according to set ofboth implicit and explicit rules, in an electronically powered domainfor the purpose of placing bets on the outcome of sporting event. Anadded game refers to an event not part of the typical menu of wageringofferings, often posted as an accommodation to patrons. A “book” or“sportsbook” can be integrated into the embodiments in a variety ofmanners.

To “buy points” means a player pays an additional price (more money) toreceive a half-point or more in the player's favor on a point spreadgame. Buying points means you can move a point spread, for example up totwo points in your favor. “Buy points” can be integrated into theembodiments in a variety of manners.

The “price” refers to the odds or point spread of an event. To “take theprice” means betting the underdog and receiving its advantage in thepoint spread. “Price” can be integrated into the embodiments in avariety of manners.

“No action” means a wager in which no money is lost or won, and theoriginal bet amount is refunded. “No action” can be integrated into theembodiments in a variety of manners.

The “sides” are the two teams or individuals participating in an event:the underdog and the favorite. The term “favorite” refers to the teamconsidered most likely to win an event or game. The “chalk” refers to afavorite, usually a heavy favorite. Bettors who like to bet bigfavorites are referred to “chalk eaters” (often a derogatory term). Anevent or game in which the sports book has reduced its betting limits,usually because of weather or the uncertain status of injured players isreferred to as a “circled game.” “Laying the points or price” meansbetting the favorite by giving up points. The term “dog” or “underdog”refers to the team perceived to be most likely to lose an event or game.A “longshot” also refers to a team perceived to be unlikely to win anevent or game. “Sides”, “favorite”, “chalk”, “circled game”, “laying thepoints price”, “dog” and “underdog” can be integrated into theembodiments in a variety of manners.

The “money line” refers to the odds expressed in terms of money. Withmoney odds, whenever there is a minus (−) the player “lays” or is“laying” that amount to win (for example $100); where there is a plus(+) the player wins that amount for every $100 wagered. A “straight bet”refers to an individual wager on a game or event that will be determinedby a point spread or money line. The term “straight-up” means winningthe game without any regard to the “point spread”; a “money-line” bet.“Money line”, “straight bet”, “straight-up” can be integrated into theembodiments in a variety of manners.

The “line” refers to the current odds or point spread on a particularevent or game. The “point spread” refers to the margin of points inwhich the favored team must win an event by to “cover the spread.” To“cover” means winning by more than the “point spread”. A handicap of the“point spread” value is given to the favorite team so bettors can choosesides at equal odds. “Cover the spread” means that a favorite win anevent with the handicap considered or the underdog wins with additionalpoints. To “push” refers to when the event or game ends with no winneror loser for wagering purposes, a tie for wagering purposes. A “tie” isa wager in which no money is lost or won because the teams' scores wereequal to the number of points in the given “point spread”. The “openingline” means the earliest line posted for a particular sporting event orgame. The term “pick” or “pick 'em” refers to a game when neither teamis favored in an event or game. “Line”, “cover the spread”, “cover”,“tie”, “pick” and “pick-em” can be integrated into the embodiments in avariety of manners.

To “middle” means to win both sides of a game; wagering on the“underdog” at one point spread and the favorite at a different pointspread and winning both sides. For example, if the player bets theunderdog +4½ and the favorite −3½ and the favorite wins by 4, the playerhas middled the book and won both bets. “Middle” can be integrated intothe embodiments in a variety of manners.

Digital gaming refers to any type of electronic environment that can becontrolled or manipulated by a human user for entertainment purposes. Asystem that enables a human and a computer to interact according to setof both implicit and explicit rules, in an electronically powered domainfor the purpose of recreation or instruction. “eSports” refers to a formof sports competition using video games, or a multiplayer video gameplayed competitively for spectators, typically by professional gamers.Digital gaming and “eSports” can be integrated into the embodiments in avariety of manners.

The term event refers to a form of play, sport, contest, or game,especially one played according to rules and decided by skill, strength,or luck. In some embodiments, an event may be football, hockey,basketball, baseball, golf, tennis, soccer, cricket, rugby, MMA, boxing,swimming, skiing, snowboarding, horse racing, car racing, boat racing,cycling, wrestling, Olympic sport, etc. Event can be integrated into theembodiments in a variety of manners.

The “total” is the combined number of runs, points or goals scored byboth teams during the game, including overtime. The “over” refers to asports bet in which the player wagers that the combined point total oftwo teams will be more than a specified total. The “under” refers tobets that the total points scored by two teams will be less than acertain figure. “Total”, “over”, and “under” can be integrated into theembodiments in a variety of manners.

A “parlay” is a single bet that links together two or more wagers; towin the bet, the player must win all the wagers in the “parlay”. If theplayer loses one wager, the player loses the entire bet. However, if hewins all the wagers in the “parlay”, the player wins a higher payoffthan if the player had placed the bets separately. A “round robin” is aseries of parlays. A “teaser” is a type of parlay in which the pointspread, or total of each individual play is adjusted. The price ofmoving the point spread (teasing) is lower payoff odds on winningwagers. “Parlay”, “round robin”, “teaser” can be integrated into theembodiments in a variety of manners.

A “prop bet” or “proposition bet” means a bet that focuses on theoutcome of events within a given game. Props are often offered onmarquee games of great interest. These include Sunday and Monday nightpro football games, various high-profile college football games, majorcollege bowl games and playoff and championship games. An example of aprop bet is “Which team will score the first touchdown?” “Prop bet” or“proposition bet” can be integrated into the embodiments in a variety ofmanners.

A “first-half bet” refers to a bet placed on the score in the first halfof the event only and only considers the first half of the game orevent. The process in which you go about placing this bet is the sameprocess that you would use to place a full game bet, but as previouslymentioned, only the first half is important to a first-half bet type ofwager. A “half-time bet” refers to a bet placed on scoring in the secondhalf of a game or event only. “First-half-bet” and “half-time-bet” canbe integrated into the embodiments in a variety of manners.

A “futures bet” or “future” refers to the odds that are posted well inadvance on the winner of major events, typical future bets are the ProFootball Championship, Collegiate Football Championship, the ProBasketball Championship, the Collegiate Basketball Championship, and thePro Baseball Championship. “Futures bet” or “future” can be integratedinto the embodiments in a variety of manners.

The “listed pitchers” is specific to a baseball bet placed only if bothof the pitchers scheduled to start a game actually start. If they don't,the bet is deemed “no action” and refunded. The “run line” in baseball,refers to a spread used instead of the money line. “Listed pitchers” and“no action” and “run line” can be integrated into the embodiments in avariety of manners.

The term “handle” refers to the total amount of bets taken. The term“hold” refers to the percentage the house wins. The term “juice” refersto the bookmaker's commission, most commonly the 11 to 10 bettors lay onstraight point spread wagers: also known as “vigorish” or “vig”. The“limit” refers to the maximum amount accepted by the house before theodds and/or point spread are changed. “Off the board” refers to a gamein which no bets are being accepted. “Handle”, “juice”, vigorish”, “vig”and “off the board” can be integrated into the embodiments in a varietyof manners.

“Casinos” are a public room or building where gambling games are played.“Racino” is a building complex or grounds having a racetrack andgambling facilities for playing slot machines, blackjack, roulette, etc.“Casino” and “Racino” can be integrated into the embodiments in avariety of manners.

Customers are companies, organizations or individual that would deploy,for fees, and may be part of, or perform, various system elements ormethod steps in the embodiments.

Managed service user interface service is a service that can helpcustomers (1) manage third parties, (2) develop the web, (3) do dataanalytics, (4) connect thru application program interfaces and (4) trackand report on player behaviors. A managed service user interface can beintegrated into the embodiments in a variety of manners.

Managed service risk management services are services that assistscustomers with (1) very important person management, (2) businessintelligence, and (3) reporting. These managed service risk managementservices can be integrated into the embodiments in a variety of manners.

Managed service compliance service is a service that helps customersmanage (1) integrity monitoring, (2) play safety, (3) responsiblegambling and (4) customer service assistance. These managed servicecompliance services can be integrated into the embodiments in a varietyof manners.

Managed service pricing and trading service is a service that helpscustomers with (1) official data feeds, (2) data visualization and (3)land based, on property digital signage. These managed service pricingand trading services can be integrated into the embodiments in a varietyof manners.

Managed service and technology platform are services that helpscustomers with (1) web hosting, (2) IT support and (3) player accountplatform support. These managed service and technology platform servicescan be integrated into the embodiments in a variety of manners.

Managed service and marketing support services are services that helpcustomers (1) acquire and retain clients and users, (2) provide forbonusing options and (3) develop press release content generation. Thesemanaged service and marketing support services can be integrated intothe embodiments in a variety of manners.

Payment processing services are those services that help customers thatallow for (1) account auditing and (2) withdrawal processing to meetstandards for speed and accuracy. Further, these services can providefor integration of global and local payment methods. These paymentprocessing services can be integrated into the embodiments in a varietyof manners.

Engaging promotions allow customers to treat your players to free bets,odds boosts, enhanced access and flexible cashback to boost lifetimevalue. Engaging promotions can be integrated into the embodiments in avariety of manners.

“Cash out” or “pay out” or “payout” allow customers to make available,on singles bets or accumulated bets with a partial cash out where eachoperator can control payouts by managing commission and availability atall times. The “cash out” or “pay out” or “payout” can be integratedinto the embodiments in a variety of manners, including both monetaryand non-monetary payouts, such as points, prizes, promotional ordiscount codes, and the like.

“Customized betting” allow customers to have tailored personalizedbetting experiences with sophisticated tracking and analysis of players'behavior. “Customized betting” can be integrated into the embodiments ina variety of manners.

Kiosks are devices that offer interactions with customers clients andusers with a wide range of modular solutions for both retail and onlinesports gaming. Kiosks can be integrated into the embodiments in avariety of manners.

Business Applications are an integrated suite of tools for customers tomanage the everyday activities that drive sales, profit, and growth, bycreating and delivering actionable insights on performance to helpcustomers to manage the sports gaming. Business Applications can beintegrated into the embodiments in a variety of manners.

State based integration allows for a given sports gambling game to bemodified by states in the United States or other countries, based uponthe state the player is in, based upon mobile phone or other geolocationidentification means. State based integration can be integrated into theembodiments in a variety of manners.

Game Configurator allow for configuration of customer operators to havethe opportunity to apply various chosen or newly created business ruleson the game as well as to parametrize risk management. Game configuratorcan be integrated into the embodiments in a variety of manners.

“Fantasy sports connector” are software connectors between method stepsor system elements in the embodiments that can integrate fantasy sports.Fantasy sports allow a competition in which participants selectimaginary teams from among the players in a league and score pointsaccording to the actual performance of their players. For example, if aplayer in a fantasy sports is playing at a given real time sports, oddscould be changed in the real time sports for that player.

Software as a service (or SaaS) is a method of software delivery andlicensing in which software is accessed online via a subscription,rather than bought and installed on individual computers. Software as aservice can be integrated into the embodiments in a variety of manners.

Synchronization of screens means synchronizing bets and results betweendevices, such as TV and mobile, PC and wearables. Synchronization ofscreens can be integrated into the embodiments in a variety of manners.

Automatic content recognition (ACR) is an identification technology torecognize content played on a media device or present in a media file.Devices containing ACR support enable users to quickly obtain additionalinformation about the content they see without any user-based input orsearch efforts. To start the recognition, a short media clip (audio,video, or both) is selected. This clip could be selected from within amedia file or recorded by a device. Through algorithms such asfingerprinting, information from the actual perceptual content is takenand compared to a database of reference fingerprints, each referencefingerprint corresponding to a known recorded work. A database maycontain metadata about the work and associated information, includingcomplementary media. If the fingerprint of the media clip is matched,the identification software returns the corresponding metadata to theclient application. For example, during an in-play sports game a“fumble” could be recognized and at the time stamp of the event,metadata such as “fumble” could be displayed. Automatic contentrecognition (ACR) can be integrated into the embodiments in a variety ofmanners.

Joining social media means connecting an in-play sports game bet orresult to a social media connection, such as a FACEBOOK® chatinteraction. Joining social media can be integrated into the embodimentsin a variety of manners.

Augmented reality means a technology that superimposes acomputer-generated image on a user's view of the real world, thusproviding a composite view. In an example of this invention, a real timeview of the game can be seen and a “bet” which is a computer-generateddata point is placed above the player that is bet on. Augmented realitycan be integrated into the embodiments in a variety of manners.

Some embodiments of this disclosure, illustrating all its features, willnow be discussed in detail. It can be understood that the embodimentsare intended to be open ended in that an item or items used in theembodiments is not meant to be an exhaustive listing of such item oritems, or meant to be limited to only the listed item or items.

It can be noted that as used herein and in the appended claims, thesingular forms “a,” “an,” and “the” include plural references unless thecontext clearly dictates otherwise. Although any systems and methodssimilar or equivalent to those described herein can be used in thepractice or testing of embodiments, only some exemplary systems andmethods are now described.

This is a system for an artificial intelligence based live game wagersystem. This system includes a live event 102, for example a sportingevent such as a football game, basketball game, baseball game, hockeygame, tennis match, golf tournament, etc. A cloud 104 or communicationnetwork which may be a wired and/or a wireless network may also beincluded. The communication network, if wireless, may be implementedusing communication techniques such as Visible Light Communication(VLC), Worldwide Interoperability for Microwave Access (WiMAX), LongTerm Evolution (LTE), Wireless Local Area Network (WLAN), Infrared (IR)communication, Public Switched Telephone Network (PSTN), Radio waves,and other communication techniques known in the art. The communicationnetwork may allow ubiquitous access to shared pools of configurablesystem resources and higher-level services that can be rapidlyprovisioned with minimal management effort, often over Internet andrelies on sharing of resources to achieve coherence and economies ofscale, like a public utility, while third-party clouds enableorganizations to focus on their core businesses instead of expendingresources on computer infrastructure and maintenance. A live event dataAPI 106, or application program interface, for delivering data from thelive event to the betting network 122, may also be included. A userdevice API 108, or application program interface, for delivering databetween the betting network and the user device, may also be included. Auser device 110 for connecting to the cloud or Internet and running thegame app 112, may also be included. A game app 112 that displays theodds for the next action of the live game, allows the user to place abet, and displays the user's credits, may also be included. A bet GUI114, or guided user interface, that displays the possible bettingoptions and odds for each betting option, the odds determine the ratioof credits bet to credits returned if the bet was correct. Theinterface(s) may either accept inputs from users or provide outputs tothe users or may perform both the actions. In one case, a user caninteract with the interface(s) using one or more user-interactiveobjects and devices. The user-interactive objects and devices maycomprise user input buttons, switches, knobs, levers, keys, trackballs,touchpads, cameras, microphones, motion sensors, heat sensors, inertialsensors, touch sensors, or a combination of the above. Further, theinterface(s) may either be implemented as a Command Line Interface(CLI), a Graphical User Interface (GUI), a voice interface, or aweb-based user-interface, may also be included. A credits GUI 116, orguided user interface, that display's the user's current amount ofcredits in the credit database, winning bets may increase the user'samount of credits while losing bets may decrease the user's amount ofcredits, credits may be tied to a real money value, may also beincluded. A betting network 118 which provides an Artificialintelligence based software module that finds correlations from thehistoric bet database 126 in order to determine if the odds for thecurrent wagers in the bet database need to be adjusted, may also beincluded. A base module 120 which initiates the wager module and theninitiates the wager adjustment module and sends an updated bet databaseto the user device, may also be included. A wager module 122 which usesthe situational data from the historic bet database 126 on previouswagers with the same situational data and performs correlations on thesimilar wagers in order to determine if there is a correlation from thehistoric data in order to extract and store the most re-occurring datapoint in order to update the odds in the bet database, may also beincluded. A wager adjustment module 124 which uses the most re-occurringdata points that were extracted via the wager module and stored in thewager adjustment database and compares them to the threshold database inorder to determine if the odds in the bet database should be updatedbased on the wager adjustments in the threshold database, may also beincluded. A historic bet database 130 which stores all the historic betspreviously placed by users, may also be included. A threshold databasewhich is used to determine the appropriate adjustment in the wager oddsby using the extracted most re-occurring data points and if one of thetwo data points exceeds the threshold database then the wager adjustmentin the threshold database is used to update the odds in the betdatabase, may also be included. A bet database which contains thecurrent bets that users can place a wager on, may also be included. Awager adjustment database which stores the most re-occurring data pointsextracted from the wager module along with the wager ID and wager inorder to be compared with the threshold database in the wager adjustmentmodule to determine if the odds in the bet database should be adjusted,may also be included.

Functioning of the base module will now be explained with reference toFIG. 2. One skilled in the art will appreciate that, for this and otherprocesses and methods disclosed herein, the functions performed in theprocesses and methods may be implemented in differing order.Furthermore, the outlined steps and operations are only provided asexamples, and some of the steps and operations may be optional, combinedinto fewer steps and operations, or expanded into additional steps andoperations without detracting from the essence of the disclosedembodiments.

This figure displays the base module. The process begins with the basemodule initiating the wager module, at step 200. Then the base module einitiates the wager adjustment module, at step 202. Once the betdatabase has been updated, or not, via the wager module and wageradjustment module the base module sends the bet database to the userdevice, at step 204.

Functioning of the wager module will now be explained with reference toFIG. 3. One skilled in the art will appreciate that, for this and otherprocesses and methods disclosed herein, the functions performed in theprocesses and methods may be implemented in differing order.Furthermore, the outlined steps and operations are only provided asexamples, and some of the steps and operations may be optional, combinedinto fewer steps and operations, or expanded into additional steps andoperations without detracting from the essence of the disclosedembodiments.

This figure displays the wager module. The process begins with the wagermodule looking up the current wager in the bet database, at step 300.Then the wager module finds the situational data for the wager ID, whichmay be the team, the quarter or time of the event, the down, thedistance to gain, etc., at step 302. The historic bet database isfiltered on the situational data for the wager ID in order to find allthe other previous wagers that have the same situational data, at step304. The first parameter in the historic bet database, for example thenumber of wagers placed, at step 306. The wager module then performscorrelations for all the other parameter data that has the samesituational data and first parameter, at step 308. It is then determinedif there was a correlation above a predetermined threshold, for example,90%, at step 310. If there was a correlation above the predeterminedthreshold then the most re-occurring data point. For example, in FIG.9B, the most re-occurring data point for the correlation of number ofwagers against the total amount wagered would be 200 wagers and $7,500wagered. These two data points along with the wager ID from the betdatabase would be stored in the wager adjustment database, at step 312.Then the extracted data points are stored in the adjustment database, atstep 314. If it was determined there was no correlation above thepredetermined threshold, then the wager module determines if there areany parameters remaining, at step 316. If there are parametersremaining, the next parameter is selected and the process returns tostep 308, at step 318. If it is determined there are no parametersremaining, it is then determined if there are any additional wagers inthe bet database. If there are additional wagers, the process returns tostep 300, at step 320. If there are no additional wagers the processreturns to the base module, at step 322.

Functioning of the wager adjustment module will now be explained withreference to FIG. 4. One skilled in the art will appreciate that, forthis and other processes and methods disclosed herein, the functionsperformed in the processes and methods may be implemented in differingorder. Furthermore, the outlined steps and operations are only providedas examples, and some of the steps and operations may be optional,combined into fewer steps and operations, or expanded into additionalsteps and operations without detracting from the essence of thedisclosed embodiments.

This figure displays the wager adjustment module. The process beginswith the wager adjustment module being initiated by the base module, atstep 400. The wager adjustment module compares the wager adjustmentdatabase to the threshold database, at step 402. It is determined ifthere is a match, for example the wager adjustment module has the mostre-occurring data point which is 200 wagers and $7,500 wagered whichwhen compared to the threshold results in the odds being decreased by5%, at step 404. If there is a match then the corresponding wageradjustment from the threshold database, for example a 5% decrease, isextracted, at step 406. The wager ID from the wager adjustment module isalso extracted in order to assist in adjusting the odds in the betdatabase, at step 408. The extracted wager ID is matched with thecorresponding wager ID in the bet database, at step 410. The odds in thebet database are adjusted by the extracted wager adjustment, for examplethe 5% decrease from the threshold database. If the odds in the betdatabase are −105 and the wager adjustment is a 5% decrease then theodds in the bet database are adjusted and the new odds are −110, at step412. If there is no match from the wager adjustment database to thethreshold database then the process returns to the base module, at step414.

Functioning of the historic bet database will now be explained withreference to FIG. 5. One skilled in the art will appreciate that, forthis and other processes and methods disclosed herein, the functionsperformed in the processes and methods may be implemented in differingorder. Furthermore, the outlined steps and operations are only providedas examples, and some of the steps and operations may be optional,combined into fewer steps and operations, or expanded into additionalsteps and operations without detracting from the essence of thedisclosed embodiments.

This figure displays the historic bet database which contains all thewager data from previously placed wagers by users. The database maycontain situational data such as the wager ID, the team the wager wasfor, the quarter or time period of the game or event, the down, thedistance to gain, and what the wager was for, as well as informationrelated to wagers and the user, such as amounts and times when depositswere made from a wagering account of a user, amounts and times whenwithdrawals were made from a wagering account of a user, frequency ofdeposits and/or withdrawals, wagering activity of a user based on anavailable amount of funds or percentage of funds in a wagering account,and the like. The historic bet database may also include player behavioror how the player has interacted with the app. This may include, but isnot limited to, the amount of time the player spends of pages of theapp, contacts with the app, content watched or otherwise interacted withwithin the app, or any other way the player interacts with the app.Further, the historic bet database can include different wager types,such as wagers on favorites, wagers on underdogs, wagers on a particularor favorite player or team, wagers based on specific available odds orranges of odds, and the like. The historic bet database also containsparameter data for each of the wagers such as the number of wagers whichis the number of individual wagers placed by users on the wager, thetotal amount wagered on the bet, the total amount paid out to the usersfrom the wager, the total amount retained by the network, the profitand/or loss from the wager from the standpoint of the betting network,and the location of the wager which is where the individual user waslocated when the placed the wager. Additionally, the historic betdatabase can include player activity and recent bets, including losingor winning streaks, both related to specific wagers and money won orlost over a series of wagers or a series. This can also be considered asthe performance of a player on their wagers, or success rate of theplayer on their wagers over time, wagers with certain or specified oddsor ranges of odds, wagers on certain or specified sports or events,wagers on certain or specified teams or players, etc. This can furtherbe related or correlated to deposits or withdrawals from a wageringaccount, as described above. The database as currently shown is filteredfor the situational data and the parameter of the location in order todetermine if there is any correlations between the parameter data whilefiltered on the location parameter to see if odds should be adjusted forusers within the Boston area when placing a wager on the New EnglandPatriots. In some embodiments, the situational data may be user specificbet history or bets previous made by a specific user or group of users.In some embodiments, the situational data may be bet data collected fromvarious sportsbooks by region, nation, or a combination of specificregions or nations. In some embodiments, the situational data may be acollection of wager odds from third parties, for example casinos,sportsbooks, sports apps or websites, etc. In some embodiments, thesituational data may be collected from an odds marketplace which is acollection of various wager odds from third parties. In someembodiments, the situational data may be filtered on user preferences,for example certain sportsbooks the user uses or specific regions of thecountry or specific nations that may provide different wager odds,element 500.

Functioning of the threshold database will now be explained withreference to FIG. 6. One skilled in the art will appreciate that, forthis and other processes and methods disclosed herein, the functionsperformed in the processes and methods may be implemented in differingorder. Furthermore, the outlined steps and operations are only providedas examples, and some of the steps and operations may be optional,combined into fewer steps and operations, or expanded into additionalsteps and operations without detracting from the essence of thedisclosed embodiments.

This figure displays the threshold database which contains the variouspredetermined thresholds to be compared with the extracted data pointsfrom the wager module in order to determine if the odds in the betdatabase should be adjusted to account for user trends within placingthe wagers. The database may contain the number of wagers, the amountwagered and the associated wager adjustment which is used to adjust theodds in the bet database, element 600. It may be understood that, insome embodiments, a wager adjustment can be an odds adjustment on anoffered wager or may be risk-free wager or otherwise free wager that isoffered as the adjusted wager.

Functioning of the bet database will now be explained with reference toFIG. 7. One skilled in the art will appreciate that, for this and otherprocesses and methods disclosed herein, the functions performed in theprocesses and methods may be implemented in differing order.Furthermore, the outlined steps and operations are only provided asexamples, and some of the steps and operations may be optional, combinedinto fewer steps and operations, or expanded into additional steps andoperations without detracting from the essence of the disclosedembodiments.

The bet database contains a list of all current wagers available to theusers of the betting network. The database may contain the wager ID, theteam, the quarter, the down, the distance to gain, the wager the odds,the current number of wagers and the current amount wagered, element700.

Functioning of the wager adjustment database will now be explained withreference to FIG. 8. One skilled in the art will appreciate that, forthis and other processes and methods disclosed herein, the functionsperformed in the processes and methods may be implemented in differingorder. Furthermore, the outlined steps and operations are only providedas examples, and some of the steps and operations may be optional,combined into fewer steps and operations, or expanded into additionalsteps and operations without detracting from the essence of thedisclosed embodiments.

This figure displays the wager adjustment database which stores the mostre-occurring data points extracted from the wager module along with thewager ID and wager in order to be compared with the threshold databasein the wager adjustment module to determine if the odds in the betdatabase should be adjusted. The database may contain the wager ID, thewager, and the extracted first parameter or first extracted data pointshown on the x-axis in FIG. 9B, and the second extracted parameter orsecond extracted data point shown on the y-axis in FIG. 9B, element 800.

An example of a wager module will now be explained with reference toFIG. 9. One skilled in the art will appreciate that, for this and otherprocesses and methods disclosed herein, the functions performed in theprocesses and methods may be implemented in differing order.Furthermore, the outlined steps and operations are only provided asexamples, and some of the steps and operations may be optional, combinedinto fewer steps and operations, or expanded into additional steps andoperations without detracting from the essence of the disclosedembodiments.

This figure displays an example of the wager module and the resultingcorrelations. FIG. 9A: In this example the data that is filtered by thesituational data and finding the various correlations with the number ofwagers and the various parameters such as the profit and/or loss for apass wager, for a run wager, etc. An example of non-correlatedparameters with the situational data and the number of wagers and theprofit and/or loss of the wager with a 15% (which is below the 90%threshold), therefore there is no correlation and no data should beextracted from the historic bet database and stored in the wageradjustment database. FIG. 9B displays an example of the correlations runin the wager module. In this example the data that is filtered by thesituational data from the bet database and finding the variouscorrelations with the number of wagers and the various patientparameters such as the total amount wagered for pass wager, the totalamount wagered for run wager, etc. The highest correlated parameter withthe number of wagers is the total amount wagered for a pass wager with a95% (which is above the 90% threshold). Then the most re-occurring datapoint which is 200 wagers and $7,500 total amount wagered is extractedand stored in the wager adjustment database along with the wager ID fromthe bet database and this is compared to the threshold database whichdetermines if any of these two data points are above a predeterminedthreshold to adjust the odds in the bet database, element 900.

The foregoing description and accompanying figures illustrate theprinciples, preferred embodiments and modes of operation of theinvention. However, the invention should not be construed as beinglimited to the particular embodiments discussed above. Additionalvariations of the embodiments discussed above will be appreciated bythose skilled in the art.

Therefore, the above-described embodiments should be regarded asillustrative rather than restrictive. Accordingly, it should beappreciated that variations to those embodiments can be made by thoseskilled in the art without departing from the scope of the invention asdefined by the following claims.

What is claimed is:
 1. A system for adjusting wager odds, comprising: atleast one processor; and at least one memory having instructions storedthereon which, when executed by the at least one processor, direct theat least one processor to: filter a historic database to match a currentwager available on a gaming device, select a common parameter withinhistoric data in the historic database, perform correlations for theselected parameter against other parameters within the historicdatabase, determine if there is correlated data and the correlated dataexceeds a first threshold, analyze player behavior, and adjust thecurrent wager on the gaming device based on the correlated data thatexceeds the first threshold and the player behavior.
 2. The system foradjusting wager odds of claim 1, wherein the player behavior analyzed iswhat type of wagers a player places, including one or more of wagertype, wager amount, wager frequency, wager win percentage, and teams orplayers wagered on.
 3. The system for adjusting wager odds of claim 1,wherein the processor is further configured to: determine a geographiclocation of a player, wherein the player behavior analyzed is one ormore geographic locations the player places wagers from.
 4. The systemfor adjusting wager odds of claim 1, wherein the player behavioranalyzed is how the player interacts with the wagering app, includingone or more of number of contacts within the wagering app, time spent ofeach screen of the app, content watched or selected through the app, andother player interactions with the wagering app.
 5. The system foradjusting wager odds of claim 1, wherein the player behavior analyzed isat least one of a deposit or withdrawal history from a wagering account.6. The system for adjusting wager odds of claim 1, wherein the playerbehavior analyzed is wager performance of the player, including one ormore of successful wagers over time, losing wagers over time andperformance of wagers made with ranges of odds.
 7. A method of adjustingwager odds, comprising filtering, a historic database to match a currentwager available on a gaming device, selecting, a common parameter withinhistoric data in the historic database, performing correlations, with aserver, for the selected parameter against other parameters within thehistoric database, determining, if there is correlated data and thecorrelated data exceeds a first threshold, analyzing, player behavior,and adjusting, a current wager on the gaming device based on thecorrelated data that exceeds the first threshold and the playerbehavior.
 8. The method of adjusting wager odds of claim 7, wherein theplayer behavior analyzed is how the player interacts with the wageringapp, including one or more of number of contacts within the wageringapp, time spent of each screen of the app, content watched or selectedthrough the app, and other player interactions with the wagering app. 9.The method of adjusting wager odds of claim 7, wherein the playerbehavior analyzed is at least one of a deposit or withdrawal historyfrom a wagering account.
 10. The method of adjusting wager odds of claim7, wherein the player behavior analyzed is wager performance of theplayer, including one or more of successful wagers over time, losingwagers over time and performance of wagers made with ranges of odds.